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Fine-Tuned LLMs Know They Don't Know: A Parameter-Efficient Approach to Recovering Honesty
17 November 2025
Zeyu Shi
Ziming Wang
Tianyu Chen
Shiqi Gao
Haoyi Zhou
Qingyun Sun
Jianxin Li
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"Fine-Tuned LLMs Know They Don't Know: A Parameter-Efficient Approach to Recovering Honesty"
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